Foundation Models

Self-Improvement Programming for Temporal Knowledge Graph Question Answering COLING 2024 Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection ICLR 2024 Self-Regulated Sample Diversity in Large Language Models NAACL 2024 Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024 Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning ACL 2024 Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning NAACL 2024 SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation AAAI 2024 SeTformer Is What You Need for Vision and Language AAAI 2024 SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NeurIPS 2024 SGLang: Efficient Execution of Structured Language Model Programs NeurIPS 2024 Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling EMNLP 2024 ShapeLLM: Universal 3D Object Understanding for Embodied Interaction ECCV 2024 Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text SemEval 2024 Sheared Backpropagation for Fine-tuning Foundation Models CVPR 2024 SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions EMNLP 2024 Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding Are Both the Problem EMNLP 2024 Simple LLM based Approach to Counter Algospeak NAACL 2024 Simulating Diverse Patient Populations Using Patient Vignettes and Large Language Models COLING 2024 Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024 SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NeurIPS 2024 Slot State Space Models NeurIPS 2024 SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM NeurIPS 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration EMNLP 2024 Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future ACL 2024